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Malaria absorption peaks acquired through the skin of patients with infrared light can detect patients with varying parasitemia
To eliminate malaria, scalable tools that are rapid, affordable, and can detect patients with low parasitemia are required. Non-invasive diagnostic tools that are rapid, reagent-free, and affordable would also provide a justifiable platform for testing malaria in asymptomatic patients. However, non-...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9802436/ https://www.ncbi.nlm.nih.gov/pubmed/36712329 http://dx.doi.org/10.1093/pnasnexus/pgac272 |
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author | Garcia, Gabriela A Kariyawasam, Tharanga N Lord, Anton R da Costa, Cristiano Fernandes Chaves, Lana Bitencourt Lima-Junior, Josué da Costa Maciel-de-Freitas, Rafael Sikulu-Lord, Maggy T |
author_facet | Garcia, Gabriela A Kariyawasam, Tharanga N Lord, Anton R da Costa, Cristiano Fernandes Chaves, Lana Bitencourt Lima-Junior, Josué da Costa Maciel-de-Freitas, Rafael Sikulu-Lord, Maggy T |
author_sort | Garcia, Gabriela A |
collection | PubMed |
description | To eliminate malaria, scalable tools that are rapid, affordable, and can detect patients with low parasitemia are required. Non-invasive diagnostic tools that are rapid, reagent-free, and affordable would also provide a justifiable platform for testing malaria in asymptomatic patients. However, non-invasive surveillance techniques for malaria remain a diagnostic gap. Here, we show near-infrared Plasmodium absorption peaks acquired non-invasively through the skin using a miniaturized hand-held near-infrared spectrometer. Using spectra from the ear, these absorption peaks and machine learning techniques enabled non-invasive detection of malaria-infected human subjects with varying parasitemia levels in less than 10 s. |
format | Online Article Text |
id | pubmed-9802436 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-98024362023-01-26 Malaria absorption peaks acquired through the skin of patients with infrared light can detect patients with varying parasitemia Garcia, Gabriela A Kariyawasam, Tharanga N Lord, Anton R da Costa, Cristiano Fernandes Chaves, Lana Bitencourt Lima-Junior, Josué da Costa Maciel-de-Freitas, Rafael Sikulu-Lord, Maggy T PNAS Nexus Biological, Health, and Medical Sciences To eliminate malaria, scalable tools that are rapid, affordable, and can detect patients with low parasitemia are required. Non-invasive diagnostic tools that are rapid, reagent-free, and affordable would also provide a justifiable platform for testing malaria in asymptomatic patients. However, non-invasive surveillance techniques for malaria remain a diagnostic gap. Here, we show near-infrared Plasmodium absorption peaks acquired non-invasively through the skin using a miniaturized hand-held near-infrared spectrometer. Using spectra from the ear, these absorption peaks and machine learning techniques enabled non-invasive detection of malaria-infected human subjects with varying parasitemia levels in less than 10 s. Oxford University Press 2022-12-07 /pmc/articles/PMC9802436/ /pubmed/36712329 http://dx.doi.org/10.1093/pnasnexus/pgac272 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of the National Academy of Sciences. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs licence (https://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial reproduction and distribution of the work, in any medium, provided the original work is not altered or transformed in any way, and that the work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Biological, Health, and Medical Sciences Garcia, Gabriela A Kariyawasam, Tharanga N Lord, Anton R da Costa, Cristiano Fernandes Chaves, Lana Bitencourt Lima-Junior, Josué da Costa Maciel-de-Freitas, Rafael Sikulu-Lord, Maggy T Malaria absorption peaks acquired through the skin of patients with infrared light can detect patients with varying parasitemia |
title | Malaria absorption peaks acquired through the skin of patients with infrared light can detect patients with varying parasitemia |
title_full | Malaria absorption peaks acquired through the skin of patients with infrared light can detect patients with varying parasitemia |
title_fullStr | Malaria absorption peaks acquired through the skin of patients with infrared light can detect patients with varying parasitemia |
title_full_unstemmed | Malaria absorption peaks acquired through the skin of patients with infrared light can detect patients with varying parasitemia |
title_short | Malaria absorption peaks acquired through the skin of patients with infrared light can detect patients with varying parasitemia |
title_sort | malaria absorption peaks acquired through the skin of patients with infrared light can detect patients with varying parasitemia |
topic | Biological, Health, and Medical Sciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9802436/ https://www.ncbi.nlm.nih.gov/pubmed/36712329 http://dx.doi.org/10.1093/pnasnexus/pgac272 |
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